Mind Body Technology, Augusta, GA 30907, USA.
Sensors (Basel). 2023 Aug 22;23(17):7314. doi: 10.3390/s23177314.
In the modern world, stress has become a pervasive concern that affects individuals' physical and mental well-being. To address this issue, many wearable devices have emerged as potential tools for stress detection and management by measuring heart rate, heart rate variability (HRV), and various metrics related to it. This literature review aims to provide a comprehensive analysis of existing research on HRV tracking and biofeedback using smartwatches pairing with reliable 3rd party mobile apps like Elite HRV, Welltory, and HRV4Training specifically designed for stress detection and management. We apply various algorithms and methodologies employed for HRV analysis and stress detection including time-domain, frequency-domain, and non-linear analysis techniques. Prominent smartwatches, such as Apple Watch, Garmin, Fitbit, Polar, and Samsung Galaxy Watch, are evaluated based on their HRV measurement accuracy, data quality, sensor technology, and integration with stress management features. We describe the efficacy of smartwatches in providing real-time stress feedback, personalized stress management interventions, and promoting overall well-being. To assist researchers, doctors, and developers with using smartwatch technology to address stress and promote holistic well-being, we discuss the data's advantages and limitations, future developments, and the significance of user-centered design and personalized interventions.
在现代世界,压力已成为一个普遍存在的问题,影响着人们的身心健康。为了解决这个问题,许多可穿戴设备已经出现,它们可以通过测量心率、心率变异性(HRV)和与之相关的各种指标,成为压力检测和管理的潜在工具。本文献综述旨在对使用智能手表与 Elite HRV、Welltory 和 HRV4Training 等可靠的第三方移动应用程序进行 HRV 跟踪和生物反馈的现有研究进行全面分析,这些应用程序专门用于压力检测和管理。我们应用了各种用于 HRV 分析和压力检测的算法和方法,包括时域、频域和非线性分析技术。评估了 Apple Watch、Garmin、Fitbit、Polar 和三星 Galaxy Watch 等知名智能手表在 HRV 测量精度、数据质量、传感器技术以及与压力管理功能的集成方面的表现。我们描述了智能手表在提供实时压力反馈、个性化压力管理干预措施以及促进整体健康方面的功效。为了帮助研究人员、医生和开发人员使用智能手表技术来解决压力问题并促进整体健康,我们讨论了数据的优势和局限性、未来的发展以及用户为中心的设计和个性化干预的重要性。